Sámi hair: texture and color in 39 observed portraits

Sámi: hair texture straight in 79% of 39; hair color gray/white in 33% of 40.

  • Sámi catalog portrait, AI-generated, hair in view

Catalog portraits for Sámi are AI-generated adult subjects; the measurements on this page come from documented photographs of real people, not from these images.

Hair texture

n = 39 assessable · 5 not assessable

Andre Walker hair-texture classification covering the spectrum from straight (Type 1) to coily (Type 4), with subdivisions A-C within each numbered type.

ValueSharen
straightStraight with medium body.79%31
wavyDefined S-waves; medium texture.13%5
curlyTighter, springy curls; corkscrew shape.8%3

Vocabulary: Hair texture (Andre Walker) (andre_walker_1990s)

Hair color

n = 40 assessable · 4 not assessable

Predominant natural hair color, where determinable. Visibly dyed hair should be flagged via grooming-state metadata.

ValueSharen
blackVery dark hair appearing black under normal lighting; high eumelanin.23%9
dark brownDistinctly brown but darker than medium-brown.15%6
brownStandard brown hair.3%1
light/medium brownLight-brown to caramel range.18%7
blondeStandard blonde.10%4
gray/whiteVisibly graying hair, mixed pigmented and unpigmented.33%13

Vocabulary: Hair color (hair_color_qualitative)

Where these numbers come from

44 publicly documented portraits of notable Sámi people were assessed by a vision model against the catalog vocabulary, one row per portrait. Values are what the photographs show, read by a model, not population measurements. Each table counts only portraits where the value could be assessed; covered, obscured and unclear portraits are reported separately.

Notable-people corpora skew older, so hair color over-represents gray and white, and image quality varies. Treat shares as a description of this sample. Mean model confidence for this family: 0.69. 52% of portraits are high quality.

The same rows are published as image_observations in the catalog dataset; see the methodology. A family page exists only when at least 10 portraits carry an assessable value.